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2020 – today
- 2025
[i4]Gianluca Galletti, Fabian Paischer, Paul Setinek, William Hornsby, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter:
5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence. CoRR abs/2502.07469 (2025)- [i3]Paul Setinek, Gianluca Galletti, Thomas Gross, Dominik Schnürer, Johannes Brandstetter, Werner Zellinger:
SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts. CoRR abs/2506.12007 (2025) - [i2]Fabian Paischer, Gianluca Galletti, William Hornsby, Paul Setinek, Lorenzo Zanisi, Naomi Carey, Stanislas Pamela, Johannes Brandstetter:
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations. CoRR abs/2510.07314 (2025) - [i1]Paul Setinek, Gianluca Galletti, Johannes Brandstetter:
Towards Multi-Fidelity Scaling Laws of Neural Surrogates in CFD. CoRR abs/2511.01830 (2025) - 2021
- [j1]Marko Grujic, Jakob Haupt, Ypti Hossain, Lorenz Klimon, Paul Setinek, Felix Breitenecker:
ARGESIM Benchmark C7 'Constrained Pendulum' - Solution in MATLAB Environment and Extensions with Linear Approach, Symbolic Approach, Sensitivity, and Integration into TU Vienna's MMT E-Learning Environment. Simul. Notes Eur. 31(4): 239-254 (2021)
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